Alternatives and similar repositories for OWTTT

Users that are interested in OWTTT are comparing it to the libraries listed below

• yangyangyang127 / APE
  [ICCV 2023] Code for "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"
  ☆148Updated last year
• geekyutao / TaskRes
  Task Residual for Tuning Vision-Language Models (CVPR 2023)
  ☆75Updated 2 years ago
• ArsenalCheng / Meta-Adapter
  [NeurIPS 2023] Meta-Adapter
  ☆48Updated 2 years ago
• DongSky / LPT
  ☆57Updated 3 years ago
• ChengHan111 / E2VPT
  Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)
  ☆72Updated 2 years ago
• guozix / TaI-DPT
  ☆95Updated 2 years ago
• Koorye / DePT
  [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"
  ☆109Updated 2 months ago
• saic-fi / Bayesian-Prompt-Learning
  [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization
  ☆39Updated 2 years ago
• yuhangzang / UPT
  ☆61Updated 8 months ago
• YBZh / DMN
  CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
  ☆89Updated last year
• machengcheng2016 / Subspace-Prompt-Learning
  Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)
  ☆29Updated 2 years ago
• AtsuMiyai / Awesome-OOD-VLM
  Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
  ☆98Updated 7 months ago
• xmed-lab / CLIPN
  ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
  ☆141Updated 2 years ago
• vishaal27 / SuS-X
  Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]
  ☆106Updated 2 years ago
• bbbdylan / proda
  [CVPR2022] PyTorch re-implementation of Prompt Distribution Learning
  ☆18Updated 2 years ago
• ZrrSkywalker / CaFo
  [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners
  ☆44Updated 2 years ago
• mala-lab / NegPrompt
  The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
  ☆61Updated last year
• Visual-AI / SPTNet
  [ICLR2024] SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
  ☆37Updated 9 months ago
• callsys / GenPromp
  [ICCV 2023] Generative Prompt Model for Weakly Supervised Object Localization
  ☆57Updated 2 years ago
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆70Updated last year
• mrflogs / SHIP
  Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"
  ☆103Updated last year
• Yangsenqiao / vida
  [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
  ☆71Updated last year
• Paranioar / UniPT
  [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"
  ☆69Updated last year
• leaves162 / CLIPtrase
  cliptrase
  ☆47Updated last year
• DerrickWang005 / Unpair-Seg.pytorch
  Uni-OVSeg is a weakly supervised open-vocabulary segmentation framework that leverages unpaired mask-text pairs.
  ☆53Updated last year
• wds2014 / ALIGN
  Repo of NeurIPS23
  ☆18Updated 2 years ago
• Zhanxin-Gao / CPrompt
  Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]
  ☆36Updated 7 months ago
• AtsuMiyai / LoCoOp
  [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning
  ☆102Updated 6 months ago
• htyao89 / KgCoOp
  ☆105Updated 2 years ago
• skingorz / FD-Align
  ☆48Updated 2 years ago